algorithm_platform/run_all.py

import subprocess
import os
# 定义要启动的应用及其路径和端口
services = [
    ("data_processing/data_operation/data_join.py", 10094),
    ("data_processing/data_operation/mysql_to_mongo.py", 10095),
    ("data_processing/processing_limit_power/processing_limit_power_by_agcavc.py", 10086),
    ("data_processing/processing_limit_power/processing_limit_power_by_machines.py", 10087),
    ("data_processing/processing_limit_power/processing_limit_power_by_records.py", 10088),
    ("data_processing/processing_limit_power/processing_limit_power_by_statistics_light.py", 10085),
    ("data_processing/processing_limit_power/processing_limit_power_by_statistics_wind.py", 10093),
    ("evaluation_processing/analysis_report.py", 10092),
    ("evaluation_processing/evaluation_accuracy.py", 10091),
    ("models_processing/model_train/model_training_lightgbm.py", 10089),
    ("models_processing/model_predict/model_prediction_lightgbm.py", 10090),
    ("models_processing/model_train/model_training_lstm.py", 10096),
    ("models_processing/model_predict/model_prediction_lstm.py", 10097),
    ("post_processing/post_processing.py", 10098),
    ("evaluation_processing/analysis.py", 10099),
    ("models_processing/model_predict/res_prediction.py", 10100)

]

# 获取当前脚本所在的根目录
base_dir = os.path.abspath(os.path.dirname(__file__))
# 启动所有服务
processes = []
for service, port in services:
    service_path = os.path.join(base_dir, service)
    print(f"Starting {service} on port {port}")
    env = os.environ.copy()
    env["PYTHONPATH"] = base_dir  # 设置 PYTHONPATH 为项目根目录
    p = subprocess.Popen(["python", service_path], env=env)
    processes.append(p)

# 等待所有进程结束
for p in processes:
    p.wait()